[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-ai-agents-try-their-hand-at-designing-rf-chips":10,"sections":34},{"siteName":4,"siteTagline":5,"publisherName":4,"contactEmail":6},"The Revision","Tech news, decoded.","editor@therevision.news",{"gaMeasurementId":8,"adsenseClientId":9},"G-ZW2MV82GYR","ca-pub-8533917693782264",{"article":11},{"id":12,"slug":13,"title":14,"dek":15,"body_md":16,"tags_json":17,"published_at":18,"created_at":19,"updated_at":20,"status":21,"review_note":22,"review_notes":23,"image_url":22,"persona_id":22,"persona_name":22,"section":24,"tags":25,"sources":29,"feedback":33,"feedback_at":22,"cost_usd":33,"total_tokens":33},10963,"ai-agents-try-their-hand-at-designing-rf-chips","AI Agents Try Their Hand at Designing RF Chips","A multi-agent LLM system called RFChipAgent automates parts of analog and RF chip design, tested on 60 GHz amplifiers for Wi-Fi 7 and 6G hardware.","A new multi-agent AI system is trying to automate one of chip design's most stubborn bottlenecks: analog and RF circuits.\n\nResearchers built RFChipAgent, a flow of large language model agents that collaborate to design analog and RF circuits under human supervision. The system pulls engineering knowledge from existing documents using a retrieval system, picks circuit topologies with a dedicated agent, and builds schematics and testbenches automatically. A hybrid optimization engine then tunes component values, running every candidate through a circuit simulator and logging trusted results to guide later attempts. The team tested it on 60 GHz wideband low-noise amplifiers built on GlobalFoundries' 22FDSOI process, the kind of front-end circuit that Wi-Fi 7 and 6G radios depend on.\n\nAnalog and RF design has resisted automation longer than digital logic because it runs on messy physical tradeoffs - noise, power, linearity - that don't reduce neatly to code. This flow leans on a simulator to check every agent's guess before trusting it, a more disciplined approach than letting a model sketch a schematic and hope it works. That matters because Wi-Fi 7 and 6G standards are pushing more of this analog work onto designers, not less.\n\nThe paper's own numbers - a \"substantial\" cut in design effort on one amplifier family in one process node - are a promising start, not proof the RF engineer's job is done.","[\"ai\",\"chip-design\",\"rf\",\"wireless\"]","2026-10-09T04:00:00.000Z","2026-10-09T23:39:03.522Z","2026-10-09T23:39:09.318Z","published",null,[],"ai",[24,26,27,28],"chip-design","rf","wireless",[30],{"name":31,"url":32},"arXiv cs.AI","https:\u002F\u002Farxiv.org\u002Fabs\u002F2610.10858",0,{"sections":35},[36,39,43,48,53,57,61,66,71,76,81,86,91,96],{"name":37,"slug":24,"count":38,"latest_published_at":18},"AI",6708,{"name":40,"slug":41,"count":42,"latest_published_at":18},"Security","security",931,{"name":44,"slug":45,"count":46,"latest_published_at":47},"Policy","policy",486,"2026-10-08T22:40:11.000Z",{"name":49,"slug":50,"count":51,"latest_published_at":52},"Deals","deals",474,"2026-10-08T22:00:00.000Z",{"name":54,"slug":55,"count":56,"latest_published_at":18},"Hardware","hardware",231,{"name":58,"slug":59,"count":60,"latest_published_at":18},"Science","science",192,{"name":62,"slug":63,"count":64,"latest_published_at":65},"Consumer Tech","consumer-tech",181,"2026-10-08T23:26:35.000Z",{"name":67,"slug":68,"count":69,"latest_published_at":70},"Startups","startups",117,"2026-10-08T16:45:00.000Z",{"name":72,"slug":73,"count":74,"latest_published_at":75},"Software","software",114,"2026-10-08T17:57:01.000Z",{"name":77,"slug":78,"count":79,"latest_published_at":80},"Dev Tools","dev-tools",105,"2026-10-07T16:59:11.000Z",{"name":82,"slug":83,"count":84,"latest_published_at":85},"General","general",66,"2026-10-09T04:46:11.000Z",{"name":87,"slug":88,"count":89,"latest_published_at":90},"Gaming","gaming",58,"2026-10-08T20:08:45.000Z",{"name":92,"slug":93,"count":94,"latest_published_at":95},"Reviews","reviews",34,"2026-10-08T14:00:22.000Z",{"name":97,"slug":98,"count":99,"latest_published_at":100},"How-To","how-to",8,"2026-10-05T09:00:00.000Z"]